• DocumentCode
    2804831
  • Title

    Subspace based system identification for an acoustic enclosure

  • Author

    McKelvey, Tomas ; Fleming, Andrew ; Moheimani, S. O Reza

  • Author_Institution
    Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg, Sweden
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    255
  • Lastpage
    260
  • Abstract
    This paper is aimed at identifying a dynamical model of an acoustic enclosure, a duct with rectangular cross section, closed ends, and side mounted speaker enclosures. Acoustic enclosures are known to be resonant systems of high order. In order to design a high performance feedback controller for a duct or an acoustic enclosure; one needs to have an accurate model of the system. Subspace based system identification techniques have proven to be an efficient means for identifying dynamics of high order highly resonant systems such as flexible structures. In this paper a frequency domain subspace based method together with a second iterative optimization step minimizing a frequency domain least-squares criterion is successfully employed
  • Keywords
    acoustic devices; controllability; frequency-domain analysis; identification; iterative methods; least squares approximations; observability; optimisation; acoustic enclosure; controllability; dynamical model; frequency domain analysis; high order resonant systems; identification; iterative optimization; least-squares; observability; Ducts; Feedback control; Frequency domain analysis; Loudspeakers; Maximum likelihood estimation; Noise cancellation; Optimization methods; Resonance; Signal processing; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications, 2000. Proceedings of the 2000 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • Print_ISBN
    0-7803-6562-3
  • Type

    conf

  • DOI
    10.1109/CCA.2000.897433
  • Filename
    897433